This section starts with an overview of semantic parsing methods based on recent literature surveys [1]}, [2]}, then, as a case study, describes in detail a dynamic neural semantic parser (DynSP) [3]}, and reviews methods of improving DynSP or similar neural semantic parsers using pre-trained language models.
